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Vertex AI vs Zepl:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of Vertex AI
Vertex AI logo

Vertex AI

Website
Vertex AI is Google Cloud's comprehensive machine learning platform that enables businesses to build, deploy, and scale AI models effortlessly.
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A screenshot of Zepl
Notebook-powered analytics for enterprise teams.
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Vertex AI

Zepl

Setup

Is it managed?

Is it managed?

Fully managed (setup in hours)
Fully managed (setup in hours)

Can you self-host?

Can you self-host?

You can self-host (setup in hours)
No, you must use a managed offering

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Jupyter-compatible
Unknown

Programming languages

Programming languages

SQL
JS
Julia
R
Python
Python
R

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Provided file storage
Unknown

What kind of data visualization can you do?

What kind of data visualization can you do?

UI for building charts
Unknown

Reactivity

Reactivity

Reactivity with caveats
Unknown

Notebook scheduling

Notebook scheduling

Notebook scheduling is built in
Notebook scheduling is built in

Management

Reproducibility

Reproducibility

Unknown
Environments are reproducible by default

Version history

Version history

No version history
Version history is built in

Collaborative editing

Collaborative editing

Multiple editors at the same time
Multiple editors at the same time

Comments

Comments

No support for comments
Comment on items within a notebook

Notebook organization

Notebook organization

View notebooks in a list
Unknown

Licensing

License

License

Proprietary
Proprietary

Price

Price

Free tier
Pay for compute
Unknown

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Vertex AI

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